The tiny, unassuming envelope felt weighty in her palm. It was tucked behind a dusty box of old family photos in the attic. Inside, a crisp bank statement. Her heart thumped a frantic rhythm against her ribs as she read the balance. A gasp escaped her lips, a sound of sheer disbelief and… something else. Something warm and bubbly and effervescent. She bit her lip, a wide grin threatening to split her face. This was… unexpected.

She practically skipped down the creaky stairs, the envelope clutched to her chest. Dinner could wait. The chipped teacups, the mismatched plates – everything in their cluttered, comfortable home seemed to glow with a newfound brilliance. Tomorrow, she thought, she was getting that new, ludicrously expensive espresso machine. And maybe… just maybe… that trip to Italy they’d always dreamed of.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377